Random Forest Nowcast and Forecast
Boosted Trees Nowcast and Forecast
Maxnet Trees Nowcast and Forecast
GAM Nowcast and Forecast
GLM Nowcast and Forecast
Metrics
| model_type | accuracy | boyce_cont | roc_auc | tss_max | brier_class |
|---|---|---|---|---|---|
| rf | 0.9377163 | 0.9379817 | 0.9907458 | 0.9291580 | NA |
| bt | 0.8823529 | 0.9444279 | 0.9323821 | 0.7408415 | NA |
| maxnet | 0.6470588 | 0.9356778 | 0.7659386 | 0.4177553 | NA |
| gam | 0.7670127 | 0.8805163 | 0.7918634 | 0.4748760 | 0.1723723 |
| glm | 0.6885813 | 0.8873888 | 0.7035768 | 0.3710691 | 0.1983963 |
Variable Importance